Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-20 0.235289 0.262287 0.292528 0.329195 0.372837 0.423616 0.487913
2025-07-27 0.202332 0.240745 0.288183 0.352433 0.439425 0.556713 0.733698
2025-08-03 0.177701 0.221176 0.278720 0.363414 0.490576 0.685373 1.032994
2025-08-10 0.156805 0.201425 0.263489 0.360680 0.518941 0.788744 1.350262
2025-08-17 0.136752 0.179334 0.240542 0.340550 0.513064 0.831655 1.582470
2025-08-24 0.122958 0.164138 0.225053 0.328415 0.516407 0.891226 1.894800
2025-08-31 0.113649 0.154296 0.216097 0.324918 0.533686 0.984863 2.380964
2025-09-07 0.106755 0.147252 0.210451 0.325790 0.559139 1.107571 3.106864
2025-09-14 0.098144 0.136717 0.197908 0.312164 0.551492 1.146949 3.595186
2025-09-21 0.091119 0.128086 0.187616 0.301169 0.547001 1.193717 4.209700
2025-09-28 0.086163 0.122348 0.181616 0.297440 0.557968 1.290712 5.314202
2025-10-05 0.085456 0.123391 0.187303 0.317464 0.630500 1.626144 9.343747
2025-10-12 0.084117 0.123436 0.191533 0.336048 0.708565 2.066877 19.044108
2025-10-19 0.082189 0.122352 0.193654 0.350803 0.783527 2.598643 46.568744
2025-10-26 0.079616 0.119929 0.192985 0.359231 0.844196 3.164921 146.615450
2025-11-02 0.075979 0.115351 0.187687 0.355897 0.866689 3.561196 535.949584
2025-11-09 0.070929 0.107934 0.176201 0.335988 0.827176 3.499232 927.698447
2025-11-16 0.067102 0.102518 0.168312 0.324044 0.813044 3.622490 4870.335098
2025-11-23 0.064434 0.099046 0.164045 0.320603 0.828966 4.023654 NaN
2025-11-30 0.062385 0.096578 0.161601 0.321456 0.861803 4.665145 NaN
2025-12-07 0.059173 0.091797 0.154066 0.308087 0.835056 4.678631 NaN
2025-12-14 0.056405 0.087717 0.147745 0.297295 0.816410 4.770294 NaN
2025-12-21 0.054451 0.085065 0.144232 0.293635 0.826589 5.244808 NaN